Datasets › Slovo: Russian Sign Language Dataset
Slovo: Russian Sign Language Dataset
We introduce a large-scale video dataset Slovo for Russian Sign Language task. Slovo dataset size is about 16 GB, and it contains 20400 RGB videos for 1000 sign language gestures from 194 singers. Each class has 20 samples. The dataset is divided into training set and test set by subject user_id. The training set includes 15300 videos, and the test set includes 5100 videos. The total video recording time is ~9.2 hours. About 35% of the videos are recorded in HD format, and 65% of the videos are in FullHD resolution. The average video length with gesture is 50 frames.
Annotation file is easy to use and contains some useful columns, see annotations.csv file:
| attachment_id | user_id | width | height | length | text | train | begin | end | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | de81cc1c-... | 1b... | 1440 | 1920 | 14 | привет | True | 30 | 45 |
| 1 | 3c0cec5a-... | 64... | 1440 | 1920 | 32 | утро | False | 43 | 66 |
| 2 | d17ca986-... | cf... | 1920 | 1080 | 44 | улица | False | 12 | 31 |
where:
- attachment_id - video file name
- user_id - unique anonymized user ID
- width - video width
- height - video height
- length - video length
- text - gesture class in Russian Langauge
- train - train or test boolean flag
- begin - start of the gesture (for original dataset)
- end - end of the gesture (for original dataset)
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Sign Language Recognition | Slovo: Russian Sign Language Dataset | mVITv2-S Mean Accuracy 64.09 | Slovo: Russian Sign Language Dataset | hukenovs/slovo | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 1. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Slovo: Russian Sign Language Dataset | 1 | 1 | 23 May 2023 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Creative Commons Attribution-ShareAlike 4.0
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Slovo: Russian Sign Language Dataset
1 variant name, as the archive lists them.
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